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feat(sink): Support big query sink (#12873)
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# Demo: Sinking to Bigquery | ||
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In this demo, we want to showcase how RisingWave is able to sink data to Bigquery. | ||
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1. Launch the cluster: | ||
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```sh | ||
docker-compose up -d | ||
``` | ||
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The cluster contains a RisingWave cluster and its necessary dependencies, a datagen that generates the data. | ||
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3. Create the Bigquery table in Bigquery | ||
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```sql | ||
CREATE table '${project_id}'.'${dataset_id}'.'${table_id}'( | ||
user_id int, | ||
target_id string, | ||
event_timestamp datetime | ||
); | ||
``` | ||
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4. Execute the SQL queries in sequence: | ||
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- append-only/create_source.sql | ||
- append-only/create_mv.sql | ||
- append-only/create_sink.sql | ||
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1. We need to obtain the JSON file for Google Cloud service accounts, which can be configured here: https://console.cloud.google.com/iam-admin/serviceaccounts. | ||
2. Because BigQuery has limited support for updates and deletes, we currently only support 'append only' | ||
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Run the following query | ||
```sql | ||
select user_id, count(*) from demo.demo_bhv_table group by user_id; | ||
``` |
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integration_tests/big-query-sink/append-only-sql/create_mv.sql
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CREATE MATERIALIZED VIEW bhv_mv AS | ||
SELECT | ||
user_id, | ||
target_id, | ||
event_timestamp | ||
FROM | ||
user_behaviors; |
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integration_tests/big-query-sink/append-only-sql/create_sink.sql
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CREATE SINK bhv_big_query_sink | ||
FROM | ||
bhv_mv WITH ( | ||
connector = 'bigquery', | ||
type = 'append-only', | ||
bigquery.path= '${bigquery_service_account_json_path}', | ||
bigquery.project= '${project_id}', | ||
bigquery.dataset= '${dataset_id}', | ||
bigquery.table= '${table_id}', | ||
force_append_only='true' | ||
); |
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integration_tests/big-query-sink/append-only-sql/create_source.sql
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CREATE table user_behaviors ( | ||
user_id int, | ||
target_id VARCHAR, | ||
target_type VARCHAR, | ||
event_timestamp TIMESTAMP, | ||
behavior_type VARCHAR, | ||
parent_target_type VARCHAR, | ||
parent_target_id VARCHAR, | ||
PRIMARY KEY(user_id) | ||
) WITH ( | ||
connector = 'datagen', | ||
fields.user_id.kind = 'sequence', | ||
fields.user_id.start = '1', | ||
fields.user_id.end = '1000', | ||
fields.user_name.kind = 'random', | ||
fields.user_name.length = '10', | ||
datagen.rows.per.second = '10' | ||
) FORMAT PLAIN ENCODE JSON; |
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--- | ||
version: "3" | ||
services: | ||
compactor-0: | ||
extends: | ||
file: ../../docker/docker-compose.yml | ||
service: compactor-0 | ||
compute-node-0: | ||
extends: | ||
file: ../../docker/docker-compose.yml | ||
service: compute-node-0 | ||
etcd-0: | ||
extends: | ||
file: ../../docker/docker-compose.yml | ||
service: etcd-0 | ||
frontend-node-0: | ||
extends: | ||
file: ../../docker/docker-compose.yml | ||
service: frontend-node-0 | ||
grafana-0: | ||
extends: | ||
file: ../../docker/docker-compose.yml | ||
service: grafana-0 | ||
meta-node-0: | ||
extends: | ||
file: ../../docker/docker-compose.yml | ||
service: meta-node-0 | ||
minio-0: | ||
extends: | ||
file: ../../docker/docker-compose.yml | ||
service: minio-0 | ||
prometheus-0: | ||
extends: | ||
file: ../../docker/docker-compose.yml | ||
service: prometheus-0 | ||
volumes: | ||
compute-node-0: | ||
external: false | ||
etcd-0: | ||
external: false | ||
grafana-0: | ||
external: false | ||
minio-0: | ||
external: false | ||
prometheus-0: | ||
external: false | ||
message_queue: | ||
external: false | ||
name: risingwave-compose |
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